FastPrimaryVertexWithWeightsProducer.cc

Go to the documentation of this file.

// -*- C++ -*-
//
// Package:    FastPrimaryVertexWithWeightsProducer
// Class:      FastPrimaryVertexWithWeightsProducer
//
//
// Original Author:  Silvio DONATO
//         Created:  Wed Dec 18 10:05:40 CET 2013
//
//

// system include files
#include <memory>
#include <vector>
#include <cmath>
// user include files
#include "FWCore/Framework/interface/Frameworkfwd.h"
#include "FWCore/Framework/interface/stream/EDProducer.h"
#include "FWCore/Framework/interface/ESHandle.h"
#include "FWCore/Framework/interface/Event.h"
#include "FWCore/Framework/interface/MakerMacros.h"
#include "FWCore/ParameterSet/interface/ParameterSet.h"
#include "FWCore/ParameterSet/interface/ConfigurationDescriptions.h"
#include "FWCore/ParameterSet/interface/ParameterSetDescription.h"

#include "DataFormats/JetReco/interface/CaloJet.h"
#include "DataFormats/JetReco/interface/CaloJetCollection.h"
#include "DataFormats/Math/interface/deltaPhi.h"
#include "DataFormats/VertexReco/interface/VertexFwd.h"
#include "DataFormats/VertexReco/interface/Vertex.h"
#include "DataFormats/TrackReco/interface/Track.h"
#include "DataFormats/SiPixelCluster/interface/SiPixelCluster.h"
#include "DataFormats/TrackerRecHit2D/interface/SiPixelRecHit.h"
#include "DataFormats/TrackingRecHit/interface/TrackingRecHitFwd.h"
#include "DataFormats/BeamSpot/interface/BeamSpot.h"

#include "RecoLocalTracker/ClusterParameterEstimator/interface/PixelClusterParameterEstimator.h"
#include "Geometry/TrackerGeometryBuilder/interface/TrackerGeometry.h"
#include "Geometry/Records/interface/TrackerDigiGeometryRecord.h"
#include "RecoLocalTracker/Records/interface/TkPixelCPERecord.h"

#include "RecoPixelVertexing/PixelVertexFinding/interface/FindPeakFastPV.h"

#include "FWCore/Utilities/interface/InputTag.h"

using namespace std;

class FastPrimaryVertexWithWeightsProducer : public edm::stream::EDProducer<> {
public:
  explicit FastPrimaryVertexWithWeightsProducer(const edm::ParameterSet&);
  static void fillDescriptions(edm::ConfigurationDescriptions& descriptions);

private:
  void produce(edm::Event&, const edm::EventSetup&) override;

  edm::ESGetToken<TrackerGeometry, TrackerDigiGeometryRecord> const m_geomToken;
  edm::ESGetToken<PixelClusterParameterEstimator, TkPixelCPERecord> const m_pixelCPEToken;

  const double m_maxZ;             // Use only pixel clusters with |z| < maxZ
  const edm::InputTag m_clusters;  // PixelClusters InputTag
  edm::EDGetTokenT<SiPixelClusterCollectionNew> clustersToken;
  edm::EDGetTokenT<reco::BeamSpot> beamSpotToken;
  edm::EDGetTokenT<edm::View<reco::Jet> > jetsToken;

  // PARAMETERS USED IN THE BARREL PIXEL CLUSTERS PROJECTION
  const int m_njets;                  // Use only the first njets
  const double m_maxJetEta;           // Use only jets with |eta| < maxJetEta
  const double m_minJetPt;            // Use only jets with Pt > minJetPt
  const bool m_barrel;                // Use clusters from pixel endcap
  const double m_maxSizeX;            // Use only pixel clusters with sizeX <= maxSizeX
  const double m_maxDeltaPhi;         // Use only pixel clusters with DeltaPhi(Jet,Cluster) < maxDeltaPhi
  const double m_weight_charge_down;  // Use only pixel clusters with ClusterCharge > weight_charge_down
  const double m_weight_charge_up;    // Use only pixel clusters with ClusterCharge < weight_charge_up
      //It is the ratio between pixel cell height and width along z coordinate about 285µm/150µm=1.9
  const double m_PixelCellHeightOverWidth;
  // Use only pixel clusters with sizeY > PixelCellHeightOverWidth * |jetZOverRho| + minSizeY_q
  const double m_minSizeY_q;
  // Use only pixel clusters with sizeY < PixelCellHeightOverWidth * |jetZOverRho| + maxSizeY_q
  const double m_maxSizeY_q;

  // PARAMETERS USED TO WEIGHT THE BARREL PIXEL CLUSTERS
  // The cluster weight is defined as weight = weight_dPhi * weight_sizeY  * weight_rho * weight_sizeX1 * weight_charge

  const double m_weight_dPhi;         // used in weight_dPhi = exp(-|DeltaPhi(JetCluster)|/m_weight_dPhi)
  const double m_weight_SizeX1;       // used in weight_SizeX1 = (ClusterSizeX==2)*1+(ClusterSizeX==1)*m_weight_SizeX1;
  const double m_weight_rho_up;       // used in weight_rho = (m_weight_rho_up - ClusterRho)/m_weight_rho_up
  const double m_weight_charge_peak;  // Give the maximum weight_charge for a cluster with Charge = m_weight_charge_peak
      // Give the maximum weight_sizeY for a cluster with sizeY = PixelCellHeightOverWidth * |jetZOverRho| + peakSizeY_q
  const double m_peakSizeY_q;

  // PARAMETERS USED IN THE ENDCAP PIXEL CLUSTERS PROJECTION
  const bool m_endCap;            // Use clusters from pixel endcap
  const double m_minJetEta_EC;    // Use only jets with |eta| > minJetEta_EC
  const double m_maxJetEta_EC;    // Use only jets with |eta| < maxJetEta_EC
  const double m_maxDeltaPhi_EC;  // Use only pixel clusters with DeltaPhi(Jet,Cluster) < maxDeltaPhi_EC

  // PARAMETERS USED TO WEIGHT THE ENDCAP PIXEL CLUSTERS
  const double m_EC_weight;       // In EndCap the weight is defined as weight = m_EC_weight*(weight_dPhi)
  const double m_weight_dPhi_EC;  // Used in weight_dPhi = exp(-|DeltaPhi|/m_weight_dPhi_EC )

  // PARAMETERS USED TO FIND THE FASTPV AS PEAK IN THE Z-PROJECTIONS DISTRIBUTION
  // First Iteration: look for a cluster with a width = m_zClusterWidth_step1
  const double m_zClusterWidth_step1;  // cluster width in step1

  // Second Iteration: use only z-projections with weight > weightCut_step2 and look for a cluster with a width = m_zClusterWidth_step2, within of weightCut_step2 of the previous result
  const double m_zClusterWidth_step2;       // cluster width in step2
  const double m_zClusterSearchArea_step2;  // cluster width in step2
  const double m_weightCut_step2;           // minimum z-projections weight required in step2

  // Third Iteration: use only z-projections with weight > weightCut_step3 and look for a cluster with a width = m_zClusterWidth_step3, within of weightCut_step3 of the previous result
  const double m_zClusterWidth_step3;       // cluster width in step3
  const double m_zClusterSearchArea_step3;  // cluster width in step3
  const double m_weightCut_step3;           // minimum z-projections weight required in step3

  // use the jetPt weighting
  const bool m_ptWeighting;           // use weight=weight*pt_weigth ?;
  const double m_ptWeighting_slope;   // pt_weigth= pt*ptWeighting_slope +m_ptWeighting_offset;
  const double m_ptWeighting_offset;  //
};

FastPrimaryVertexWithWeightsProducer::FastPrimaryVertexWithWeightsProducer(const edm::ParameterSet& iConfig)
    : m_geomToken(esConsumes()),
      m_pixelCPEToken(esConsumes(edm::ESInputTag("", iConfig.getParameter<std::string>("pixelCPE")))),
      m_maxZ(iConfig.getParameter<double>("maxZ")),
      m_njets(iConfig.getParameter<int>("njets")),
      m_maxJetEta(iConfig.getParameter<double>("maxJetEta")),
      m_minJetPt(iConfig.getParameter<double>("minJetPt")),

      m_barrel(iConfig.getParameter<bool>("barrel")),
      m_maxSizeX(iConfig.getParameter<double>("maxSizeX")),
      m_maxDeltaPhi(iConfig.getParameter<double>("maxDeltaPhi")),
      m_weight_charge_down(iConfig.getParameter<double>("weight_charge_down")),
      m_weight_charge_up(iConfig.getParameter<double>("weight_charge_up")),
      m_PixelCellHeightOverWidth(iConfig.getParameter<double>("PixelCellHeightOverWidth")),
      m_minSizeY_q(iConfig.getParameter<double>("minSizeY_q")),
      m_maxSizeY_q(iConfig.getParameter<double>("maxSizeY_q")),

      m_weight_dPhi(iConfig.getParameter<double>("weight_dPhi")),
      m_weight_SizeX1(iConfig.getParameter<double>("weight_SizeX1")),
      m_weight_rho_up(iConfig.getParameter<double>("weight_rho_up")),
      m_weight_charge_peak(iConfig.getParameter<double>("weight_charge_peak")),
      m_peakSizeY_q(iConfig.getParameter<double>("peakSizeY_q")),

      m_endCap(iConfig.getParameter<bool>("endCap")),
      m_minJetEta_EC(iConfig.getParameter<double>("minJetEta_EC")),
      m_maxJetEta_EC(iConfig.getParameter<double>("maxJetEta_EC")),
      m_maxDeltaPhi_EC(iConfig.getParameter<double>("maxDeltaPhi_EC")),
      m_EC_weight(iConfig.getParameter<double>("EC_weight")),
      m_weight_dPhi_EC(iConfig.getParameter<double>("weight_dPhi_EC")),

      m_zClusterWidth_step1(iConfig.getParameter<double>("zClusterWidth_step1")),

      m_zClusterWidth_step2(iConfig.getParameter<double>("zClusterWidth_step2")),
      m_zClusterSearchArea_step2(iConfig.getParameter<double>("zClusterSearchArea_step2")),
      m_weightCut_step2(iConfig.getParameter<double>("weightCut_step2")),

      m_zClusterWidth_step3(iConfig.getParameter<double>("zClusterWidth_step3")),
      m_zClusterSearchArea_step3(iConfig.getParameter<double>("zClusterSearchArea_step3")),
      m_weightCut_step3(iConfig.getParameter<double>("weightCut_step3")),

      m_ptWeighting(iConfig.getParameter<bool>("ptWeighting")),
      m_ptWeighting_slope(iConfig.getParameter<double>("ptWeighting_slope")),
      m_ptWeighting_offset(iConfig.getParameter<double>("ptWeighting_offset")) {
  clustersToken = consumes<SiPixelClusterCollectionNew>(iConfig.getParameter<edm::InputTag>("clusters"));
  beamSpotToken = consumes<reco::BeamSpot>(iConfig.getParameter<edm::InputTag>("beamSpot"));
  jetsToken = consumes<edm::View<reco::Jet> >(iConfig.getParameter<edm::InputTag>("jets"));

  produces<reco::VertexCollection>();
  produces<float>();
}

void FastPrimaryVertexWithWeightsProducer::fillDescriptions(edm::ConfigurationDescriptions& descriptions) {
  edm::ParameterSetDescription desc;
  desc.add<edm::InputTag>("clusters", edm::InputTag("hltSiPixelClusters"));
  desc.add<edm::InputTag>("beamSpot", edm::InputTag("hltOnlineBeamSpot"));
  desc.add<edm::InputTag>("jets", edm::InputTag("hltCaloJetL1FastJetCorrected"));
  desc.add<std::string>("pixelCPE", "hltESPPixelCPEGeneric");
  desc.add<double>("maxZ", 19.0);
  desc.add<int>("njets", 999);
  desc.add<double>("maxJetEta", 2.6);
  desc.add<double>("minJetPt", 40.);
  desc.add<bool>("barrel", true);
  desc.add<double>("maxSizeX", 2.1);
  desc.add<double>("maxDeltaPhi", 0.21);
  desc.add<double>("PixelCellHeightOverWidth", 1.8);
  desc.add<double>("weight_charge_down", 11. * 1000.);
  desc.add<double>("weight_charge_up", 190. * 1000.);
  desc.add<double>("maxSizeY_q", 2.0);
  desc.add<double>("minSizeY_q", -0.6);
  desc.add<double>("weight_dPhi", 0.13888888);
  desc.add<double>("weight_SizeX1", 0.88);
  desc.add<double>("weight_rho_up", 22.);
  desc.add<double>("weight_charge_peak", 22. * 1000.);
  desc.add<double>("peakSizeY_q", 1.0);
  desc.add<bool>("endCap", true);
  desc.add<double>("minJetEta_EC", 1.3);
  desc.add<double>("maxJetEta_EC", 2.6);
  desc.add<double>("maxDeltaPhi_EC", 0.14);
  desc.add<double>("EC_weight", 0.008);
  desc.add<double>("weight_dPhi_EC", 0.064516129);
  desc.add<double>("zClusterWidth_step1", 2.0);
  desc.add<double>("zClusterWidth_step2", 0.65);
  desc.add<double>("zClusterSearchArea_step2", 3.0);
  desc.add<double>("weightCut_step2", 0.05);
  desc.add<double>("zClusterWidth_step3", 0.3);
  desc.add<double>("zClusterSearchArea_step3", 0.55);
  desc.add<double>("weightCut_step3", 0.1);
  desc.add<bool>("ptWeighting", false);  // <---- newMethod
  desc.add<double>("ptWeighting_slope", 1 / 20.);
  desc.add<double>("ptWeighting_offset", -1);
  descriptions.add("fastPrimaryVertexWithWeightsProducer", desc);
}

void FastPrimaryVertexWithWeightsProducer::produce(edm::Event& iEvent, const edm::EventSetup& iSetup) {
  using namespace edm;
  using namespace reco;
  using namespace std;

  const float barrel_lenght = 30;  //half lenght of the pixel barrel 30 cm

  //get pixel cluster
  Handle<SiPixelClusterCollectionNew> cH;
  iEvent.getByToken(clustersToken, cH);
  const SiPixelClusterCollectionNew& pixelClusters = *cH.product();

  //get jets
  Handle<edm::View<reco::Jet> > jH;
  iEvent.getByToken(jetsToken, jH);
  const edm::View<reco::Jet>& jets = *jH.product();

  vector<const reco::Jet*> selectedJets;
  int countjet = 0;
  for (edm::View<reco::Jet>::const_iterator it = jets.begin(); it != jets.end() && countjet < m_njets; it++) {
    if (  //select jets used in barrel or endcap pixel cluster projections
        ((it->pt() >= m_minJetPt) && std::abs(it->eta()) <= m_maxJetEta) ||  //barrel
        ((it->pt() >= m_minJetPt) && std::abs(it->eta()) <= m_maxJetEta_EC &&
         std::abs(it->eta()) >= m_minJetEta_EC)  //endcap
    ) {
      selectedJets.push_back(&(*it));
      countjet++;
    }
  }

  //get PixelClusterParameterEstimator
  const PixelClusterParameterEstimator* pp = &iSetup.getData(m_pixelCPEToken);

  //get beamSpot
  edm::Handle<BeamSpot> beamSpot;
  iEvent.getByToken(beamSpotToken, beamSpot);

  //get TrackerGeometry
  const TrackerGeometry* trackerGeometry = &iSetup.getData(m_geomToken);

  // PART I: get z-projections with z-weights
  std::vector<float> zProjections;
  std::vector<float> zWeights;
  int jet_count = 0;
  for (vector<const reco::Jet*>::iterator jit = selectedJets.begin(); jit != selectedJets.end();
       jit++) {  //loop on selected jets
    float px = (*jit)->px();
    float py = (*jit)->py();
    float pz = (*jit)->pz();
    float pt = (*jit)->pt();
    float eta = (*jit)->eta();
    float jetZOverRho = (*jit)->momentum().Z() / (*jit)->momentum().Rho();
    float pt_weight = pt * m_ptWeighting_slope + m_ptWeighting_offset;
    for (SiPixelClusterCollectionNew::const_iterator it = pixelClusters.begin(); it != pixelClusters.end();
         it++)  //Loop on pixel modules with clusters
    {           //loop on pixel modules
      DetId id = it->detId();
      const edmNew::DetSet<SiPixelCluster>& detset = (*it);
      Point3DBase<float, GlobalTag> modulepos = trackerGeometry->idToDet(id)->position();
      float zmodule = modulepos.z() -
                      ((modulepos.x() - beamSpot->x0()) * px + (modulepos.y() - beamSpot->y0()) * py) / pt * pz / pt;
      if ((std::abs(deltaPhi((*jit)->momentum().Phi(), modulepos.phi())) < m_maxDeltaPhi * 2) &&
          (std::abs(zmodule) < (m_maxZ + barrel_lenght))) {  //if it is a compatible module
        for (size_t j = 0; j < detset.size(); j++) {         //loop on pixel clusters on this module
          const SiPixelCluster& aCluster = detset[j];
          if (   //it is a cluster to project
              (  // barrel
                  m_barrel && std::abs(modulepos.z()) < barrel_lenght && pt >= m_minJetPt && jet_count < m_njets &&
                  std::abs(eta) <= m_maxJetEta && aCluster.sizeX() <= m_maxSizeX &&
                  aCluster.sizeY() >= m_PixelCellHeightOverWidth * std::abs(jetZOverRho) + m_minSizeY_q &&
                  aCluster.sizeY() <= m_PixelCellHeightOverWidth * std::abs(jetZOverRho) + m_maxSizeY_q) ||
              (  // EC
                  m_endCap && std::abs(modulepos.z()) > barrel_lenght && pt > m_minJetPt && jet_count < m_njets &&
                  std::abs(eta) <= m_maxJetEta_EC && std::abs(eta) >= m_minJetEta_EC &&
                  aCluster.sizeX() <= m_maxSizeX)) {
            Point3DBase<float, GlobalTag> v = trackerGeometry->idToDet(id)->surface().toGlobal(
                pp->localParametersV(aCluster, (*trackerGeometry->idToDetUnit(id)))[0].first);
            GlobalPoint v_bs(v.x() - beamSpot->x0(), v.y() - beamSpot->y0(), v.z());
            if (  //it pass DeltaPhi(Jet,Cluster) requirements
                (m_barrel && std::abs(modulepos.z()) < barrel_lenght &&
                 std::abs(deltaPhi((*jit)->momentum().Phi(), v_bs.phi())) <= m_maxDeltaPhi) ||  //barrel
                (m_endCap && std::abs(modulepos.z()) > barrel_lenght &&
                 std::abs(deltaPhi((*jit)->momentum().Phi(), v_bs.phi())) <= m_maxDeltaPhi_EC)  //EC
            ) {
              //calculate z-projection
              float z = v.z() - ((v.x() - beamSpot->x0()) * px + (v.y() - beamSpot->y0()) * py) / pt * pz / pt;
              if (std::abs(z) < m_maxZ) {
                zProjections.push_back(z);  //add z-projection in zProjections
                float weight = 0;
                //calculate zWeight
                if (std::abs(modulepos.z()) < barrel_lenght) {  //barrel
                                                                //calculate weight_sizeY
                  float sizeY = aCluster.sizeY();
                  float sizeY_up = m_PixelCellHeightOverWidth * std::abs(jetZOverRho) + m_maxSizeY_q;
                  float sizeY_peak = m_PixelCellHeightOverWidth * std::abs(jetZOverRho) + m_peakSizeY_q;
                  float sizeY_down = m_PixelCellHeightOverWidth * std::abs(jetZOverRho) + m_minSizeY_q;
                  float weight_sizeY_up = (sizeY_up - sizeY) / (sizeY_up - sizeY_peak);
                  float weight_sizeY_down = (sizeY - sizeY_down) / (sizeY_peak - sizeY_down);
                  weight_sizeY_down = weight_sizeY_down * (weight_sizeY_down > 0) * (weight_sizeY_down < 1);
                  weight_sizeY_up = weight_sizeY_up * (weight_sizeY_up > 0) * (weight_sizeY_up < 1);
                  float weight_sizeY = weight_sizeY_up + weight_sizeY_down;

                  //calculate weight_rho
                  float rho = sqrt(v_bs.x() * v_bs.x() + v_bs.y() * v_bs.y());
                  float weight_rho = ((m_weight_rho_up - rho) / m_weight_rho_up);

                  //calculate weight_dPhi
                  float weight_dPhi = exp(-std::abs(deltaPhi((*jit)->momentum().Phi(), v_bs.phi())) / m_weight_dPhi);

                  //calculate weight_sizeX1
                  float weight_sizeX1 = (aCluster.sizeX() == 2) + (aCluster.sizeX() == 1) * m_weight_SizeX1;

                  //calculate weight_charge
                  float charge = aCluster.charge();
                  float weightCluster_up = (m_weight_charge_up - charge) / (m_weight_charge_up - m_weight_charge_peak);
                  float weightCluster_down =
                      (charge - m_weight_charge_down) / (m_weight_charge_peak - m_weight_charge_down);
                  weightCluster_down = weightCluster_down * (weightCluster_down > 0) * (weightCluster_down < 1);
                  weightCluster_up = weightCluster_up * (weightCluster_up > 0) * (weightCluster_up < 1);
                  float weight_charge = weightCluster_up + weightCluster_down;

                  //calculate the final weight
                  weight = weight_dPhi * weight_sizeY * weight_rho * weight_sizeX1 * weight_charge;
                } else if (std::abs(modulepos.z()) > barrel_lenght)  // EC
                {                                                    // EC
                                                                     //calculate weight_dPhi
                  float weight_dPhi = exp(-std::abs(deltaPhi((*jit)->momentum().Phi(), v_bs.phi())) / m_weight_dPhi_EC);
                  //calculate the final weight
                  weight = m_EC_weight * (weight_dPhi);
                }
                if (m_ptWeighting)
                  weight = weight * pt_weight;
                zWeights.push_back(weight);  //add the weight to zWeights
              }
            }  //if it pass DeltaPhi(Jet,Cluster) requirements
          }    
        }      //loop on pixel clusters on this module
      }        //if it is a compatible module
    }          //loop on pixel modules
    jet_count++;
  }  //loop on selected jets

  //order zProjections and zWeights by z
  std::multimap<float, float> zWithW;
  size_t i = 0;
  for (i = 0; i < zProjections.size(); i++)
    zWithW.insert(std::pair<float, float>(zProjections[i], zWeights[i]));
  i = 0;
  for (std::multimap<float, float>::iterator it = zWithW.begin(); it != zWithW.end(); it++, i++) {
    zProjections[i] = it->first;
    zWeights[i] = it->second;
  }  //order zProjections and zWeights by z

  //calculate zWeightsSquared
  std::vector<float> zWeightsSquared;
  for (std::vector<float>::iterator it = zWeights.begin(); it != zWeights.end(); it++) {
    zWeightsSquared.push_back((*it) * (*it));
  }

  //do multi-step peak searching
  float res_step1 = FindPeakFastPV(zProjections, zWeights, 0.0, m_zClusterWidth_step1, 999.0, -1.0);
  float res_step2 = FindPeakFastPV(
      zProjections, zWeights, res_step1, m_zClusterWidth_step2, m_zClusterSearchArea_step2, m_weightCut_step2);
  float res_step3 = FindPeakFastPV(zProjections,
                                   zWeightsSquared,
                                   res_step2,
                                   m_zClusterWidth_step3,
                                   m_zClusterSearchArea_step3,
                                   m_weightCut_step3 * m_weightCut_step3);

  float centerWMax = res_step3;
  //End of PART II

  //Make the output
  float res = 0;
  if (zProjections.size() > 2) {
    res = centerWMax;
    Vertex::Error e;
    e(0, 0) = 0.0015 * 0.0015;
    e(1, 1) = 0.0015 * 0.0015;
    e(2, 2) = 1.5 * 1.5;
    Vertex::Point p(beamSpot->x(res), beamSpot->y(res), res);
    Vertex thePV(p, e, 1, 1, 0);
    auto pOut = std::make_unique<reco::VertexCollection>();
    pOut->push_back(thePV);
    iEvent.put(std::move(pOut));
  } else {
    Vertex::Error e;
    e(0, 0) = 0.0015 * 0.0015;
    e(1, 1) = 0.0015 * 0.0015;
    e(2, 2) = 1.5 * 1.5;
    Vertex::Point p(beamSpot->x(res), beamSpot->y(res), res);
    Vertex thePV(p, e, 0, 0, 0);
    auto pOut = std::make_unique<reco::VertexCollection>();
    pOut->push_back(thePV);
    iEvent.put(std::move(pOut));
  }

  //Finally, calculate the zClusterQuality as Sum(weights near the fastPV)/sqrt(Sum(total weights)) [a kind of zCluster significance]

  const float half_width_peak = 1;
  float nWeightedTot = 0;
  float nWeightedTotPeak = 0;
  for (std::vector<float>::iterator it = zProjections.begin(); it != zProjections.end(); it++) {
    nWeightedTot += zWeights[it - zProjections.begin()];
    if ((res - half_width_peak) <= (*it) && (*it) <= (res + half_width_peak)) {
      nWeightedTotPeak += zWeights[it - zProjections.begin()];
    }
  }

  auto zClusterQuality = std::make_unique<float>();
  *zClusterQuality = -1;
  if (nWeightedTot != 0) {
    // where 30 is the beam spot lenght
    *zClusterQuality = nWeightedTotPeak / sqrt(nWeightedTot / (2 * half_width_peak));
    iEvent.put(std::move(zClusterQuality));
  } else
    iEvent.put(std::move(zClusterQuality));
}

//define this as a plug-in
DEFINE_FWK_MODULE(FastPrimaryVertexWithWeightsProducer);